Democratized image analytics by visual programming through integration of deep models and small-scale machine learning

Analysis of biomedical images requires computational expertize that are uncommon among biomedical scientists. Deep learning approaches for image analysis provide an opportunity to develop user-friendly tools for exploratory data analysis. Here, we use the visual programming toolbox Orange (http://or...

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Detalles Bibliográficos
Autores principales: Godec, Primož, Pančur, Matjaž, Ilenič, Nejc, Čopar, Andrej, Stražar, Martin, Erjavec, Aleš, Pretnar, Ajda, Demšar, Janez, Starič, Anže, Toplak, Marko, Žagar, Lan, Hartman, Jan, Wang, Hamilton, Bellazzi, Riccardo, Petrovič, Uroš, Garagna, Silvia, Zuccotti, Maurizio, Park, Dongsu, Shaulsky, Gad, Zupan, Blaž
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6779910/
https://www.ncbi.nlm.nih.gov/pubmed/31591416
http://dx.doi.org/10.1038/s41467-019-12397-x

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